Detecting Signatures In Documents With Image Classification
If we could automatically pull any information from the document or even just know what type of document we’re looking at ahead of time, we could make our document processing…
Applying Large Language Models to Search Engine Optimization
Today I'm open sourcing a proof of concept for applying LLMs to SEO. https://youtu.be/t-8yu9g1hgQ My main interest here was to try out a couple of theories I had about LLMs;…
llama.cpp functions
I've been meaning to take a closer look at llama.cpp for a while now, and recently spent some time playing with the llama-cpp-python Python bindings. I wasn't entirely sure I…
Resume Builder – Let OpenAI Tailor Your Resume To The Job Description
I've often wondered if it would be possible to have a model tailor a resume to a job description. Even if you don't find constantly rewriting your resume a bit…
Resume Recommender – Natural Language Queries For Finding The Most Relevant Results
You probably already know transformers have a maximum sequence length, and you probably also know that by default anything beyond this limit is ignored. But what happens if you can't…
Myriad Algorithm Visualization
Visualization of the algorithm behind Myriad, looking at an ultrasonic scan. When the border of the search window flashes, that's when the algorithm predicts that it's found an indication of…
WordCloud Demo – U.S. Bank Results
Results of a quick test of WordCloud - most frequently-used words for a few scraped U.S. Bank quarterly results statements, masked on to their logo, then assembled into a video…